Spatial-Temporal Dependency Modeling and Network Hub Detection for Functional MRI Analysis via Convolutional-Recurrent Network - Wang, Mingliang; Lian, Chunfeng; Yao, Dongren; Zhang, Daoqiang; Liu, Mingxia; Shen, Dinggang (IEEE transactions on biomedical engineering, 2020)
Keywords: Alzheimer's disease; Automation; Brain; Brain mapping; Brain modeling; Cognitive ability; Convolution; Dementia; Dementia disorders; Dependence; Diagnosis; Feature extraction; Functional magnetic resonance imaging; hub detection; Hubs; Long short-term memory; Machine learning; Magnetic resonance imaging; Medical imaging; Modelling; Network hubs; neural network; Neural networks; Neurodegenerative diseases; Neuroimaging; Recurrent neural networks; resting-state functional MRI; Sequences; Sliding; Spatial-temporal dependency; Time series; Time series analysis